Nicolas Perez-Nieves
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🏆 Grand Slam
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Reinforcement Learning
(3)
Methods
(3)
Deep Learning
(2)
Architectures
(2)
Mathematics & Optimization
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
sparse reward
(2)
switching control
(2)
neuromorphic computing
(1)
attention mechanism
(1)
in-context learning
(1)
policy learning
(1)
energy efficiency
(1)
determinantal point process
(1)
spiking neural network
(1)
meta-reinforcement learning
(1)
markov game
(1)
reward shaping
(1)
intrinsic reward
(1)
fictitious play
(1)
zero-shot adaptation
(1)
attention-based memory
(1)
automated curriculum
(1)
behavioural diversity
(1)
open-ended game
(1)
multi-agent system
(1)
Papers
Human-Timescale Adaptation in an Open-Ended Task Space
ICML 2023
Learning to Shape Rewards Using a Game of Two Partners
AAAI 2023
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning
ICLR 2022
Modelling Behavioural Diversity for Learning in Open-Ended Games
ICML 2021
Sparse Spiking Gradient Descent
NeurIPS 2021